The Enterprise Intelligence Platform

Witness Every Decision.
Across Every System.

Your AI agents and automated workflows make millions of decisions a day — across SAP, Salesforce, ServiceNow, and beyond — with no central record of what they decided, or why. martus.ai is the nervous system for the automated enterprise: a cross-system witness that connects cause to consequence.

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PONTEON · The Bridge TURRION · The Watchtower ARXEON · The Citadel

Defense-grade provenance · Air-gap ready · Vendor-agnostic · Audit-ready for the EU AI Act

The Problem

The hyperautomated enterprise is flying blind

AI agents and automated workflows make millions of decisions daily with no central witness. Every failure stays invisible until the damage is done.

90%
of large enterprises treat hyperautomation as a top priority
78%
of AI agent failures are silent — no error, just a wrong answer
60%
of AI initiatives abandoned due to bad data quality
Every one of these failures was invisible until the damage was done.

The hyperautomated enterprise needs a nervous system — not just another observability tool, but a cross-system witness that connects cause to consequence.

Sources: Gartner 2026 · Confident AI · Leapwork Hyperautomation Report

Tuesday, 7:14am · A $2.1M question

“Why did we spend $2.1M in emergency freight last week?”

Six AI agents. Three systems. 847 automated decisions overnight. By the time the bill arrived, no one could reconstruct what happened — or why.

2:11am Wed
6 AI agents fire across 3 systems
2:15am
847 automated decisions made
2:17am
Agents contradict each other
8:30am
$2.1M freight bill arrives
3 weeks
Manual post-mortem complete
With martus.ai

Sarah types “What happened in freight ops last week?” and gets the full cross-system causal chain in 4 minutes — not 3 weeks. Every agent action, every triggered decision, the complete $2.1M story. Pattern Intelligence surfaces that this same conflict recurs 34% of the time — and it gets fixed.

The Platform

The nervous system for the automated enterprise

Four capabilities working as one — from raw signal to intelligent intervention.

Witness

Captures every decision, action, and event across all enterprise systems in real time — SAP, Salesforce, ServiceNow, Databricks, or any custom API.

Connect

Reconstructs causal chains across system boundaries. Links Agent A's action to Agent B's reaction to the $2.1M consequence — across three platforms.

Intelligence

Detects patterns, structural gaps, and agent conflicts. Gets smarter with every event, predicting failure modes before they compound into cost.

Act

Writes back into source systems with human-in-the-loop approval or automated remediation. Not just a witness — an intelligent intervention layer.

Three Products. One Platform.

A fortress architecture for enterprise intelligence

Bridge, Watchtower, Citadel — each a distinct layer, engineered to operate together.

PONTEON

The Bridge
Interoperability Layer
  • Pre-built connectors: SAP, Salesforce, ServiceNow, Databricks +50
  • Sentinel Nodes: on-prem and air-gapped edge agents
  • Signal Pipeline: normalize, enrich, timestamp, score
  • Trust Engine: freshness, completeness & provenance rating

TURRION

The Watchtower
Witness & Intelligence Layer
  • Testimony Graph: causal chains reconstructed cross-system
  • Divergence Detection: agents acting in conflict
  • Run Registry & Context Vault: per-decision audit record
  • Forward Signals: predictive pattern detection

ARXEON

The Citadel
Semantic Graph Layer
  • Entity, Workflow & Agent Registries — agents as first-class entities
  • Causality Map: full cross-system relationship graph
  • Chronicle: point-in-time state recall of any past moment
  • Ask Martus: natural-language query across the full graph

Capabilities

One platform. The full picture.

Today's tools each see a fragment. martus.ai is built for the space between your systems — cross-system, cross-vendor, across every agent.

Capabilitymartus.ai
Cross-system causal chainsYes
Vendor-agnostic connectorsYes
Silent AI-failure detectionYes
AI agent decision auditingYes
Process design vs. actual miningYes
Natural-language query across all systemsYes

Why Now

Five forces are opening the window

Gartner's 2026 top strategic trends map directly to martus.ai. The window is now — not 2028.

Digital Provenance

Gartner Top 10, 2026

Enterprises must track the origin and custody of all data and AI outputs. martus.ai is the provenance engine.

Multiagent Systems

Gartner Top 10, 2026

40% of enterprise apps will embed AI agents by 2026. No platform watches what they do to each other.

AI Observability

Gartner: 40% of AI by 2028

APM tools cannot detect silent AI failures. 78% of agent failures produce no error signal.

EU AI Act

Fully applicable Aug 2026

High-risk AI requires documented decision trails and audit-ready records. martus.ai ships that built-in.

Hyperautomation Governance

$70B → $280B by 2035

Fewer than 20% of enterprises have mastered hyperautomation governance. The gap is the market.

Founder

Built by someone who has run automation at defense scale

Dr. Jeff Daniels, Ph.D.

Dr. Jeff Daniels, Ph.D.

Founder & CEO, martus.ai

Aerospace and Defense executive, graduate professor, and world-class researcher. Two decades leading enterprise digital transformation across aerospace, defense, and complex manufacturing — including the technologies martus.ai is built to govern.

$503M
in automation savings delivered on a $6B+ transformation
200+
person global technology org led; $90M budget
1st
doctoral dissertation ever published on cloud computing
Secret
active clearance; defense-grade by background
▸Deployed the defense industry's first Intelligent Factory, integrating generative AI, IoT, and cloud.
▸Designed and implemented the first blockchain electronic ledger for Lockheed Martin and its industrial base.
▸First AWS partner to deploy GreenGrass / IoT Core on GovCloud.
▸Forbes Technology Council member · Dallas 500 Innovative Leader · NOVA Award for Business Resiliency.

martus.ai is the product of a career spent making automated systems trustworthy at the highest stakes. The problem it solves is one its founder has lived.

View full biography ↗

Request a Briefing

“Every enterprise system is making decisions.
martus.ai remembers what they decided — and why.”

We're onboarding a first cohort of enterprise design partners. If your agents and workflows are making decisions you can't fully trace, let's talk.

Email the Founder Connect on LinkedIn